
NLP & speech
Models of language.
Holger.Ellgaard · CC BY-SA 3.0Linguistics · How language works — sound, structure, meaning and the societies that speak.
Darker cells mean a higher score for this topic on that metric.
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Last reviewed Sources & creditsMedia creditsMethodology
Most bachelor pathways run about 4 years of full-time study, though professionally accredited or longer first degrees can exceed that, and some systems split into 3+2 Bologna structures.
Expect both. Foundations lean theoretical; later years push phonetics labs, elicitation rooms and computing seminars. The balance depends on accreditation and department culture.
Math intensity on this site is scored 52/100 relative to other majors. That is a signal, not a gate — check the specific programme's calculus and statistics requirements.
Selectivity here is 60/100 relative to the other majors catalogued — a composite of typical grade barriers and competition, not a single exam cut-off.
Start with the departmental society, then look for national student chapters and one serious online forum where practitioners share primary sources rather than memes.
They are editorial composites grounded in common, checkable student and alumni patterns — attributed by role and place, not anonymous star ratings or fabricated celebrities.
Outcomes scatter. The honest pitch for linguistics is a cluster of roles and a ladder, not a single job title with a salary guarantee.
Where Tool-Lifes has a matching profession page, links are provided. Otherwise the role is still named so you can research it elsewhere.
Sectors where graduates and research from this field show up most often — plates from Wikimedia Commons.

Models of language.
Holger.Ellgaard · CC BY-SA 3.0
Cross-language products.
Unknown author Unknown author · Public domain
Curricula and testing.
Liz · CC BY 2.0
Words as data.
LA2 · CC BY-SA 3.0Checkable figures whose work still frames how the discipline is taught and practised.
Structural linguistics
1857–1913
"F. Jullien Genève", maybe Frank-Henri Jullien (1882–1938) · CC BY-SA 4.0
Generative grammar
1928–
Σ, retouched by Wugapodes and Jonnmann · CC BY-SA 4.0
Discourse analysis
1945–
Trey Jones · CC BY 3.0
Sociolinguistics
1927–2024
Σ, retouched by Wugapodes and Jonnmann · CC BY-SA 4.0
Translator is a common outcome cluster for linguistics graduates when languages fits their elective and placement choices.

Teacher is a common outcome cluster for linguistics graduates when language ed fits their elective and placement choices.

Software engineer is a common outcome cluster for linguistics graduates when nlp fits their elective and placement choices.

Data scientist is a common outcome cluster for linguistics graduates when language data fits their elective and placement choices.
Speech therapist path is a common outcome cluster for linguistics graduates when clinical fits their elective and placement choices.
Lexicographer is a common outcome cluster for linguistics graduates when dictionaries fits their elective and placement choices.
Localization specialist is a common outcome cluster for linguistics graduates when tech fits their elective and placement choices.
Academic linguist is a common outcome cluster for linguistics graduates when research fits their elective and placement choices.
Build vocabulary and habits; seek near-peer tutoring before gaps compound.
Choose a track; collect artefacts (code, essays, clinics, portfolios) employers can inspect.
Public synthesis under supervision; convert into references and a coherent story.
Junior roles, rotations or graduate schemes; learning speed matters more than title.
Licensure, senior ownership or founding — field-dependent gates apply.
School or tutoring paths for those who can explain foundations clearly.
Bridge to postgraduate study when labs or archives have funding.
Translate the field for ministries, NGOs or newsrooms.
Products or services that package a practised skill for a paying niche.
Problem sets, portfolios, essays or auditions that mirror first-year reality — not only entrance exams.
Papers, codes, cases or scores beat summary channels for real vocabulary.
A clinic, newsroom, studio or site visit reveals hours and hierarchy better than brochures.
If you need a licence later, confirm the programme is recognised where you intend to practise.
A major is a training path. A job is a labour-market role. Keep both maps open and update them yearly.
Close reading across centuries — form, history and the arguments texts still pick with us.
Employability 52 🏺Evidence from the dead — archives, argument and the politics of which past gets told.
Employability 54 💭Arguments about mind, value, knowledge and reality — clarity as a professional habit.
Employability 48 📰Verification under deadline — reporting, ethics and the infrastructures that carry news.
Employability 58